A
license-
qualityD
maintenanceEnables AI-powered access to authoritative design systems knowledge, including W3C standards, WCAG guidelines, and best practices from 188+ curated entries via semantic vector search.
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"Understanding Workspace Control Systems or Tools" matching MCP servers:
- Alicense-qualityCmaintenanceMCP server for compressing AI embeddings by 5-7x using TurboQuant (PolarQuant + QJL), with tools to compress, decompress, estimate savings, and embed+compress vectors.Last updatedMIT
- Alicense-qualityCmaintenanceExposes document retrieval as an MCP tool, enabling LLMs to search a local vector store of markdown documents. Includes a retrieval evaluation harness to measure hit rate and MRR.Last updatedMIT
- AlicenseAqualityDmaintenanceGuides problem-solving by breaking down complex problems into steps and recommending appropriate MCP tools for each stage, with confidence scores and rationales for tool suggestions.Last updated174629MIT
- AlicenseAqualityCmaintenanceA collection of tools that enhance MCP-based workflows with caching, retry logic, batch operations, and rate limiting capabilities.Last updated77MIT
- Flicense-qualityCmaintenanceA MCP server to allow the LLM in Cursor to access Rust Analyzer, Crate Docs and Cargo Commands.Last updated83
- -license-quality-maintenanceProvides access to OpenAI's advanced models (including o3) with integrated web search, Python code interpreter, and combined analysis capabilities. Enables users to perform web searches, execute code in sandboxed environments, and combine search with analysis through natural language.Last updated
- AlicenseAqualityBmaintenanceEnables local semantic search and management of OKF knowledge bundles via MCP tools, with hybrid BM25 and vector search.Last updated102Apache 2.0
- AlicenseBqualityDmaintenanceGet access to real-time SEO data, including: keyword insights, backlink data, traffic estimates and more. Allow AI tools and Large Language Models (LLMs) to tap into the real-time SEO Review Tools API with natural language commands.Last updated825MIT
- AlicenseBqualityAmaintenanceThis MCP server provides comprehensive Google Workspace integration (Gmail, Drive, etc.) with multi-user OAuth. Unique features include RAG-powered natural language to Chat card rendering, runtime Jinja2 macro creation, and dynamic tool management.Last updated9623Apache 2.0
- Flicense-qualityDmaintenanceA plugin that allows Dify to connect to multiple MCP (Model Control Protocol) servers using HTTP with Server-Sent Events transport, supporting custom configurations for URLs, headers, and timeouts.Last updated187
- Flicense-quality-maintenanceProvides AI agents with tools to navigate, search, and manage a hierarchical knowledge base of themes, skills, and learning resources with tenant-aware JWT authentication.Last updated
- FlicenseAqualityDmaintenanceA basic MCP server setup guide demonstrating how to configure and run Python-based MCP servers with integration examples for Bright Data web scraping and Apify Actors for product data collection.Last updated4
- AlicenseAqualityFmaintenanceQuery 37 EU regulations — from GDPR and AI Act to DORA, MiFID II, eIDAS, Medical Device Regulation, and more — directly from Claude, Cursor, or any MCP-compatible client.Last updated146625Apache 2.0
- FlicenseAquality-maintenanceProvides specialized search capabilities across e-commerce platforms, scientific publications, code repositories, social media, and general web with advanced filtering, including product comparison, research aggregation, and developer tool discovery.Last updated3
- AlicenseAqualityFmaintenanceProfessional Gemini API integration for Claude and MCP-compatible hosts with intelligent model selection and advanced file handling capabilities.Last updated44MIT
- FlicenseAqualityCmaintenanceAI-powered MCP server for enterprise OpenShift/Kubernetes cluster management, providing diagnostic tools, RAG knowledge retrieval, and autonomous remediation recommendations.Last updated9
- AlicenseBqualityDmaintenanceAdds interactive widgets to LLM chats for common tasks like timers, stopwatches, unit conversions, and displaying facts. Breaks away from text-only interfaces by providing visual, interactive components similar to Google's search result widgets.Last updated4350The Unlicense
- Apache 2.0
knowingofficial
Alicense-qualityAmaintenanceContent-addressed code graph that produces ranked context for AI agents in one call. 22 MCP tools across indexing, blast radius, test scope, semantic diff, runtime traffic, and feedback-aware context packing. Incremental updates via Merkle DAG (no re-indexing). GCF wire format saves 84% tokens vs JSONLast updated16MIT
